시장보고서

상품코드

1485785

스웜 인텔리전스 시장 : 기술 유형별, 능력별, 용도별, 최종사용자별, 국가별, 지역별 - 산업 분석, 시장 규모, 시장 점유율, 예측(2024-2032년)

Swarm Intelligence Market, By Technology Type, By Capability, By Application, By End User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032

발행일: 2024년 03월 | 리서치사:

AnalystView Market Insights | 페이지 정보: 영문 260 Pages | 배송안내 : 2-3일 (영업일 기준)

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리포트 하이라이트

스웜 인텔리전스 시장 규모는 2023년에 301억 9,843만 달러에 달하며, 2024-2032년 CAGR 38.72%로 확대

스웜 인텔리전스 시장 - 시장 역학

AI와 기계학습의 진보

AI와 머신러닝의 발전은 군집 지능 시장의 성장 촉진요인입니다. 이러한 기술은 복잡한 문제를 효율적으로 해결할 수 있는 정교한 군집 알고리즘 개발에 힘을 실어줍니다. 일부 정부는 AI와 머신러닝의 연구와 채택을 촉진하기 위한 구상을 추진하고 있습니다. 유럽위원회의 AI 및 데이터 전략은 유럽의 AI 경쟁력을 높이고 디지털 혁신을 가속화하기 위한 것으로, 물류, 로봇공학, 헬스케어, 금융 등 다양한 산업에서 AI 기반 군집 지능 솔루션의 채택이 확대되고 있습니다. AI와 머신러닝 기능을 스웜 인텔리전스 알고리즘에 통합하여 보다 자율적이고 적응적인 행동을 가능하게 함으로써 다양한 분야에서 분산형 문제 해결 접근 방식의 혁신을 촉진하고 있습니다.

웜 인텔리전스 시장 - 주요 인사이트

당사의 리서치 애널리스트가 공유한 분석에 따르면 세계 시장은 예측 기간(2024-2032년) 동안 약 38.72%의 연평균 복합 성장률(CAGR)로 매년 성장할 것으로 예상됩니다.

기술 유형별 세분화에 따르면 입자군 최적화(PSO)가 2023년 가장 큰 시장 점유율을 차지할 것으로 예측되었습니다.

능력 세분화에 따르면 2023년에는 최적화가 주요 유형으로 나타났습니다.

용도별로는 로봇공학이 2023년 주요 유형으로 꼽혔습니다.

지역별로는 북미가 2023년 매출에서 선두를 차지했습니다.

웜 인텔리전스 시장 - 세분화 분석 :

세계 스웜 인텔리전스 시장은 기술 유형, 용량, 애플리케이션, 최종사용자 및 지역에 따라 세분화됩니다.

시장은 기술 유형에 따라 PSO(Particle Swarm Optimization), ACO(Antolony Optimization), ABC(Artificial Bee Colony)의 세 가지 범주로 나뉩니다. 군집 지능 알고리즘. 이들 기술은 각각 최적화 문제를 효율적으로 해결하기 위해 생물학적 군집에서 영감을 얻은 고유한 원리를 활용합니다.

시장은 클러스터링, 스케줄링, 스케줄링, 라우팅 용도의 네 가지 범주로 나뉩니다. 군집 지능 알고리즘은 분산된 의사결정과 적응적 행동을 가능하게 함으로써 이러한 능력에 탁월하며, 물류, 제조, 통신 등 다양한 산업 분야에 적합합니다.

웜 인텔리전스 시장 - 지역적 인사이트

지역적으로 이 시장은 북미, 라틴아메리카, 유럽, 아시아태평양, 중동 및 아프리카으로 나뉩니다. 이 지역은 비즈니스를 가져 오는 국가에 따라 더 세분화됩니다.

북미가 AI와 머신러닝 연구에 대한 활발한 투자로 인해 가장 큰 점유율을 차지하고 있습니다. 유럽은 헬스케어 및 물류와 같은 산업에 AI를 통합하려는 노력에 힘입어 근소한 차이로 그 뒤를 잇고 있습니다. 아시아태평양에서는 급속한 디지털화와 기술 발전이 시장 성장을 가속하고 있습니다. 라틴아메리카와 중동 및 아프리카의 신흥 국가 시장도 스마트 시티 개발 및 산업 자동화에 스웜 인텔리전스를 도입하고 있으며, 이는 세계 시장 확대에 기여하고 있습니다.

웜 인텔리전스 시장 - 경쟁 구도:

Swarm Technology, Sentient Technologies, Unanimous AI, Synense와 같은 기업이 다양한 산업을 위한 혁신적인 군집 지능 솔루션을 제공하며 시장에서 두각을 보이고 있습니다. 이들 기업은 고급 알고리즘 개발, 확장성 향상, 군집 기반 시스템의 적응성 강화에 주력하고 있습니다. 전략적 파트너십, 공동 연구 및 R&D 투자는 이들 기업이 시장 지위를 유지하고 군집 지능 기술의 혁신을 촉진하기 위해 채택하는 주요 전략입니다.

서론
북미
- 개요
- 북미의 주요 제조업체
- 미국
- 캐나다
유럽
- 개요
- 유럽의 주요 제조업체
- 독일
- 이탈리아
- 영국
- 프랑스
- 러시아
- 네덜란드
- 스웨덴
- 폴란드
- 기타
아시아태평양(APAC)
- 개요
- 아시아태평양의 주요 제조업체
- 인도
- 중국
- 일본
- 한국
- 호주
- 태국
- 인도네시아
- 필리핀
- 기타
라틴아메리카
- 개요
- 라틴아메리카의 주요 제조업체
- 브라질
- 멕시코
- 아르헨티나
- 콜롬비아
- 기타
중동 및 아프리카
- 개요
- 중동 및 아프리카의 주요 제조업체
- 사우디아라비아
- 아랍에미리트
- 이스라엘
- 터키
- 알제리
- 이집트
- 기타

제12장 주요 벤더 분석 : 스웜 인텔리전스 업계

경쟁 대시보드
기업 개요
- Amplify
- CognistX, Inc.
- Concisesoft
- GreyOrange Pte. Ltd.
- Myrmex
- NetBeez, Inc.
- Optmyzr
- Particle Swarm
- Qucit
- Sentient Technologies Holdings Ltd.
- South Florida
- Swarm Technology Inc.
- Synapse Wireless
- Unanimous AI Inc.
- Unstructured Ventures
- Wild Blue Technologies
- Others

제13장 애널리스트의 전방위 전망

KSA 24.06.04

REPORT HIGHLIGHT

Swarm Intelligence Market size was valued at USD 30,198.43 Million in 2023, expanding at a CAGR of 38.72% from 2024 to 2032.

The Swarm Intelligence market leverages principles from nature, where decentralized systems of individuals collaborate to solve complex problems. Driving factors in the market include advancements in AI and machine learning, leading to more sophisticated swarm algorithms capable of addressing complex real-world problems. The market faces restraints such as algorithm scalability, and ethical considerations around autonomous decision-making. Despite these challenges, opportunities abound in industries like autonomous systems, robotics, logistics, and healthcare, where swarm intelligence can enhance efficiency, productivity, and decision-making processes.

Swarm Intelligence Market- Market Dynamics

Advancements in AI and machine learning

Advancements in AI and machine learning are key drivers of growth in the swarm intelligence market. These technologies empower the development of sophisticated swarm algorithms capable of efficiently solving complex problems. Several governments have launched initiatives to promote AI and machine learning research and adoption. The European Commission's AI and Data Strategy aims to boost Europe's competitiveness in AI and accelerate digital transformation. The adoption of AI-driven swarm intelligence solutions is expanding across diverse industries like logistics, robotics, healthcare, and finance to enhance operational efficiency and decision-making processes. Integrating AI and machine learning capabilities into swarm intelligence algorithms enables more autonomous and adaptive behavior, fostering innovation in decentralized problem-solving approaches across various sectors.

Swarm Intelligence Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 38.72% over the forecast period (2024-2032)

Based on Technology type segmentation, Particle Swarm Optimization (PSO) was predicted to show maximum market share in the year 2023

Based on Capability segmentation, Optimization was the leading type in 2023

Based on Application segmentation, Robotics was the leading type in 2023

On the basis of region, North America was the leading revenue generator in 2023

Swarm Intelligence Market- Segmentation Analysis:

The Global Swarm Intelligence Market is segmented on the basis of Technology Type, Capability, Application, End User, and Region.

The market is divided into three categories based on Technology type: Particle Swarm Optimization (PSO), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), and other swarm intelligence algorithms. Each of these technologies leverages unique principles inspired by biological swarms to solve optimization problems efficiently.

The market is divided into four categories based on Capability: clustering, scheduling, and routing applications. Swarm intelligence algorithms excel in these capabilities by enabling decentralized decision-making and adaptive behaviors, making them suitable for a wide range of industries, including logistics, manufacturing, and telecommunications.

Swarm Intelligence Market- Geographical Insights

Geographically, this market is segmented into the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business.

North America holds a significant share due to robust investments in AI and machine learning research. Europe follows closely, driven by initiatives to integrate AI into industries like healthcare and logistics. In Asia Pacific, rapid digitalization and advancements in technology are fueling market growth. Emerging economies in Latin America and the Middle East & Africa are also embracing swarm intelligence for smart city development and industrial automation, contributing to the global market expansion.

Swarm Intelligence Market- Competitive Landscape:

Companies like Swarm Technology, Sentient Technologies, Unanimous AI, and Synense are prominent in the market, offering innovative swarm intelligence solutions for various industries. These players focus on developing advanced algorithms, improving scalability, and enhancing the adaptability of swarm-based systems. Strategic partnerships, collaborations, and investments in research and development are key strategies adopted by these companies to maintain their market position and drive innovation in swarm intelligence technologies.

Recent Developments:

In February 2024, GreyOrange introduced a new warehouse robotics system featuring advanced swarm intelligence, enhancing operational efficiency and fulfillment processes. This technology revolutionizes warehouse automation by adapting to inventory changes and demand patterns.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL SWARM INTELLIGENCE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Amplify

CognistX, Inc.

Concisesoft

GreyOrange Pte. Ltd.

Myrmex

NetBeez, Inc.

Optmyzr

Particle Swarm

Qucit

Sentient Technologies Holdings Ltd.

South Florida

Swarm Technology Inc.

Synapse Wireless

Unanimous AI Inc.

Unstructured Ventures

Wild Blue Technologies

Others

GLOBAL SWARM INTELLIGENCE MARKET, BY TECHNOLOGY TYPE- MARKET ANALYSIS, 2019 - 2032

Particle Swarm Optimization (PSO)
Ant Colony Optimization (ACO)
Artificial Bee Colony (ABC)
Other Swarm Intelligence Algorithms

GLOBAL SWARM INTELLIGENCE MARKET, BY CAPABILITY- MARKET ANALYSIS, 2019 - 2032

Optimization
Clustering
Scheduling
Routing

GLOBAL SWARM INTELLIGENCE MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

Robotics
Drones
Human Swarming

GLOBAL SWARM INTELLIGENCE MARKET, BY END USER- MARKET ANALYSIS, 2019 - 2032

Healthcare
Transportation & Logistics
Manufacturing
Finance & Banking
Agriculture
Other

GLOBAL SWARM INTELLIGENCE MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

North America
The U.S.
Canada
Europe
Germany
France
Italy
Spain
United Kingdom
Russia
Netherlands
Sweden
Poland
Rest of Europe
Asia Pacific
India
China
South Korea
Japan
Australia
Thailand
Indonesia
Philippines
Rest of APAC
Latin America
Brazil
Mexico
Argentina
Colombia
Rest of LATAM
The Middle East and Africa
Saudi Arabia
United Arab Emirates
Israel
Turkey
Algeria
Egypt
Rest of MEA

1.Swarm Intelligence Market Overview

1.1.Study Scope
1.2.Market Estimation Years

2.Executive Summary

2.1.Market Snippet
- 2.1.1.Swarm Intelligence Market Snippet by Technology Type
- 2.1.2.Swarm Intelligence Market Snippet by Capability
- 2.1.3.Swarm Intelligence Market Snippet by Application
- 2.1.4.Swarm Intelligence Market Snippet by End User
- 2.1.5.Swarm Intelligence Market Snippet by Country
- 2.1.6.Swarm Intelligence Market Snippet by Region
2.2.Competitive Insights

3.Swarm Intelligence Key Market Trends

3.1.Swarm Intelligence Market Drivers
- 3.1.1.Impact Analysis of Market Drivers
3.2.Swarm Intelligence Market Restraints
- 3.2.1.Impact Analysis of Market Restraints
3.3.Swarm Intelligence Market Opportunities
3.4.Swarm Intelligence Market Future Trends

4.Swarm Intelligence Industry Study

4.1.PEST Analysis
4.2.Porter's Five Forces Analysis
4.3.Growth Prospect Mapping
4.4.Regulatory Framework Analysis

5.Swarm Intelligence Market: COVID-19 Impact Analysis

5.1.Pre-COVID-19 Impact Analysis
5.2.Post-COVID-19 Impact Analysis
- 5.2.1.Top Performing Segments
- 5.2.2.Marginal Growth Segments
- 5.2.3.Top Looser Segments
- 5.2.4.Marginal Loss Segments

6.Swarm Intelligence Market Landscape

6.1.Swarm Intelligence Market Share Analysis, 2023
6.2.Breakdown Data, by Key Manufacturer
- 6.2.1.Established Players' Analysis
- 6.2.2.Emerging Players' Analysis

7.Swarm Intelligence Market - By Technology Type

7.1.Overview
- 7.1.1.Segment Share Analysis, By Technology Type, 2023 & 2032 (%)
- 7.1.2.Particle Swarm Optimization (PSO)
- 7.1.3.Ant Colony Optimization (ACO)
- 7.1.4.Artificial Bee Colony (ABC)
- 7.1.5.Other Swarm Intelligence Algorithms

8.Swarm Intelligence Market - By Capability

8.1.Overview
- 8.1.1.Segment Share Analysis, By Capability, 2023 & 2032 (%)
- 8.1.2.Optimization
- 8.1.3.Clustering
- 8.1.4.Scheduling
- 8.1.5.Routing

9.Swarm Intelligence Market - By Application

9.1.Overview
- 9.1.1.Segment Share Analysis, By Application, 2023 & 2032 (%)
- 9.1.2.Robotics
- 9.1.3.Drones
- 9.1.4.Human Swarming

10.Swarm Intelligence Market - By End User

10.1.Overview
- 10.1.1.Segment Share Analysis, By End User, 2023 & 2032 (%)
- 10.1.2.Healthcare
- 10.1.3.Transportation & Logistics
- 10.1.4.Manufacturing
- 10.1.5.Finance & Banking
- 10.1.6.Agriculture
- 10.1.7.Other

11.Swarm Intelligence Market- By Geography

11.1.Introduction
- 11.1.1.Segment Share Analysis, By Geography, 2023 & 2032 (%)
11.2.North America
- 11.2.1.Overview
- 11.2.2.Swarm Intelligence Key Manufacturers in North America
- 11.2.3.North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.2.4.North America Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
- 11.2.5.North America Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
- 11.2.6.North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.2.7.North America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.2.8.U.S.
  - 11.2.8.1.Overview
  - 11.2.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.2.8.3.U.S. Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.2.8.4.U.S. Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.2.8.5.U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.2.8.6.U.S. Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.2.9.Canada
  - 11.2.9.1.Overview
  - 11.2.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.2.9.3.Canada Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.2.9.4.Canada Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.2.9.5.Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.2.9.6.Canada Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
11.3.Europe
- 11.3.1.Overview
- 11.3.2.Swarm Intelligence Key Manufacturers in Europe
- 11.3.3.Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.3.4.Europe Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
- 11.3.5.Europe Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
- 11.3.6.Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.7.Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.8.Germany
  - 11.3.8.1.Overview
  - 11.3.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.8.3.Germany Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.3.8.4.Germany Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.3.8.5.Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.8.6.Germany Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.9.Italy
  - 11.3.9.1.Overview
  - 11.3.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.9.3.Italy Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.3.9.4.Italy Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.3.9.5.Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.9.6.Italy Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.10.United Kingdom
  - 11.3.10.1.Overview
  - 11.3.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.10.3.United Kingdom Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.3.10.4.United Kingdom Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.3.10.5.United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.10.6.United Kingdom Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.11.France
  - 11.3.11.1.Overview
  - 11.3.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.11.3.France Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.3.11.4.France Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.3.11.5.France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.11.6.France Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.12.Russia
  - 11.3.12.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.12.2.Russia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.3.12.3.Russia Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.3.12.4.Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.12.5.Russia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.13.Netherlands
  - 11.3.13.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.13.2.Netherlands Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.3.13.3.Netherlands Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.3.13.4.Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.13.5.Netherlands Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.14.Sweden
  - 11.3.14.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.14.2.Sweden Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.3.14.3.Sweden Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.3.14.4.Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.14.5.Sweden Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.15.Poland
  - 11.3.15.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.15.2.Poland Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.3.15.3.Poland Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.3.15.4.Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.15.5.Poland Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.16.Rest of Europe
  - 11.3.16.1.Overview
  - 11.3.16.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.16.3.Rest of the Europe Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.3.16.4.Rest of the Europe Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.3.16.5.Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.16.6.Rest of the Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
11.4.Asia Pacific (APAC)
- 11.4.1.Overview
- 11.4.2.Swarm Intelligence Key Manufacturers in Asia Pacific
- 11.4.3.Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.4.4.Asia Pacific Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
- 11.4.5.Asia Pacific Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
- 11.4.6.Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.7.Asia Pacific Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.8.India
  - 11.4.8.1.Overview
  - 11.4.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.8.3.India Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.4.8.4.India Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.4.8.5.India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.8.6.India Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.9.China
  - 11.4.9.1.Overview
  - 11.4.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.9.3.China Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.4.9.4.China Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.4.9.5.China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.9.6.China Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.10.Japan
  - 11.4.10.1.Overview
  - 11.4.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.10.3.Japan Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.4.10.4.Japan Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.4.10.5.Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.10.6.Japan Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.11.South Korea
  - 11.4.11.1.Overview
  - 11.4.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.11.3.South Korea Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.4.11.4.South Korea Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.4.11.5.South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.11.6.South Korea Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.12.Australia
  - 11.4.12.1.Overview
  - 11.4.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.12.3.Australia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.4.12.4.Australia Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.4.12.5.Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.12.6.Australia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.13.Thailand
  - 11.4.13.1.Overview
  - 11.4.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.13.3.Thailand Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.4.13.4.Thailand Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.4.13.5.Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.13.6.Thailand Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.14.Indonesia
  - 11.4.14.1.Overview
  - 11.4.14.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.14.3.Indonesia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.4.14.4.Indonesia Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.4.14.5.Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.14.6.Indonesia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.15.Philippines
  - 11.4.15.1.Overview
  - 11.4.15.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.15.3.Philippines Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.4.15.4.Philippines Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.4.15.5.Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.15.6.Philippines Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.16.Rest of APAC
  - 11.4.16.1.Overview
  - 11.4.16.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.16.3.Rest of APAC Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.4.16.4.Rest of APAC Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.4.16.5.Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.16.6.Rest of APAC Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
11.5.Latin America
- 11.5.1.Overview
- 11.5.2.Swarm Intelligence Key Manufacturers in Latin America
- 11.5.3.Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.5.4.Latin America Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
- 11.5.5.Latin America Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
- 11.5.6.Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.5.7.Latin America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.5.8.Brazil
  - 11.5.8.1.Overview
  - 11.5.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.8.3.Brazil Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.5.8.4.Brazil Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.5.8.5.Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.8.6.Brazil Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.5.9.Mexico
  - 11.5.9.1.Overview
  - 11.5.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.9.3.Mexico Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.5.9.4.Mexico Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.5.9.5.Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.9.6.Mexico Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.5.10.Argentina
  - 11.5.10.1.Overview
  - 11.5.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.10.3.Argentina Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.5.10.4.Argentina Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.5.10.5.Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.10.6.Argentina Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.5.11.Colombia
  - 11.5.11.1.Overview
  - 11.5.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.11.3.Colombia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.5.11.4.Colombia Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.5.11.5.Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.11.6.Colombia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.5.12.Rest of LATAM
  - 11.5.12.1.Overview
  - 11.5.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.12.3.Rest of LATAM Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.5.12.4.Rest of LATAM Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.5.12.5.Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.12.6.Rest of LATAM Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
11.6.Middle East and Africa
- 11.6.1.Overview
- 11.6.2.Swarm Intelligence Key Manufacturers in Middle East and Africa
- 11.6.3.Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.6.4.Middle East and Africa Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
- 11.6.5.Middle East and Africa Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
- 11.6.6.Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.7.Middle East and Africa Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.8.Saudi Arabia
  - 11.6.8.1.Overview
  - 11.6.8.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.8.3.Saudi Arabia Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.6.8.4.Saudi Arabia Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.6.8.5.Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.8.6.Saudi Arabia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.9.United Arab Emirates
  - 11.6.9.1.Overview
  - 11.6.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.9.3.United Arab Emirates Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.6.9.4.United Arab Emirates Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.6.9.5.United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.9.6.United Arab Emirates Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.10.Israel
  - 11.6.10.1.Overview
  - 11.6.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.10.3.Israel Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.6.10.4.Israel Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.6.10.5.Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.10.6.Israel Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.11.Turkey
  - 11.6.11.1.Overview
  - 11.6.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.11.3.Turkey Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.6.11.4.Turkey Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.6.11.5.Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.11.6.Turkey Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.12.Algeria
  - 11.6.12.1.Overview
  - 11.6.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.12.3.Algeria Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.6.12.4.Algeria Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.6.12.5.Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.12.6.Algeria Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.13.Egypt
  - 11.6.13.1.Overview
  - 11.6.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.13.3.Egypt Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.6.13.4.Egypt Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.6.13.5.Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.13.6.Egypt Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.14.Rest of MEA
  - 11.6.14.1.Overview
  - 11.6.14.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.14.3.Rest of MEA Market Size and Forecast, By Technology Type, 2019 - 2032 (US$ Million)
  - 11.6.14.4.Rest of MEA Market Size and Forecast, By Capability, 2019 - 2032 (US$ Million)
  - 11.6.14.5.Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.14.6.Rest of MEA Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)

12.Key Vendor Analysis- Swarm Intelligence Industry

12.1.Competitive Dashboard
12.2.Company Profiles
- 12.2.1.Amplify
- 12.2.2.CognistX, Inc.
- 12.2.3.Concisesoft
- 12.2.4.GreyOrange Pte. Ltd.
- 12.2.5.Myrmex
- 12.2.6.NetBeez, Inc.
- 12.2.7.Optmyzr
- 12.2.8.Particle Swarm
- 12.2.9.Qucit
- 12.2.10.Sentient Technologies Holdings Ltd.
- 12.2.11.South Florida
- 12.2.12.Swarm Technology Inc.
- 12.2.13.Synapse Wireless
- 12.2.14.Unanimous AI Inc.
- 12.2.15.Unstructured Ventures
- 12.2.16.Wild Blue Technologies
- 12.2.17.Others

13.360 Degree Analyst View

14.Appendix

14.1.Research Methodology
14.2.References
14.3.Abbreviations
14.4.Disclaimer
14.5.Contact Us